Prediction tool for identifying server failure

Hi Team,

I am trying to predict the server failures in future,based on past historical data.Kindly suggest me which predictive tool can be used to get most desired output.Below is the sample record.Whenever CPUbusy crosses 70%,we are considering that as failure.Need to find when we may get failures

date hostname cpubusy
1/6/2020 test1 0.756
1/7/2020 test1 0.456
1/8/2020 test1 0.667
1/9/2020 test1 0.876

Predictive Analysis

Accepted answers

PhilippK

Hi @susukavi ,

no worries, it's quite advanced. I can understand that you need more support on that.

Luckily, you can leverage our "Virtual Solution Center" - here you can book a session with an Alteryx Expert free-of-charge:
https://community.alteryx.com/t5/Virtual-Solution-Center/tkb-p/vsc
(click on the chat bot)

Best regards

Phil

All comments

PhilippK

Hello @susukavi ,

in this case you want to predict "cpubusy", which is numeric. Therefore you need an algorithm for a Regression problem:

You can find example workflows here:

In addition, I recommend our Data Science Learning Path for you, to learn more about it:
https://community.alteryx.com/t5/Learning-Paths/Data-Science-Learning-Path/ta-p/504157

Alternatively, you can leverage the Alteryx Designer Add-On "Intelligent Suite". With its "Assisted Modeling", you get a guide along your way to build a predictive model.

Let me know whether this is the solution you were looking for.

Best regards

Phil

susukavi

Hi Phillip,

Here i am trying to find future dates when the server will fail,based on past data.

Whic tool will be more appropriate for this use case.

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